Most harnesses that people use to interact with llms have memory and skills.

You can “teach” them a skill which is sort of like a macro so you can say “deploy to dev” and it’ll look up that skill and execute it without any extra input needed.

For memory it’ll keep files on your local of what it’s seen before and can pull from the information in those files if necessary. So if you always ask it to label reports in a certain directory “Midwest expansion project” the harness will add that to its memory files and start to label it automatically.